The Orange Customer Analysis Platform

In itself, the continuous exponential increase of the data-warehouses size does not necessarily lead to a richer and finer-grained information since the processing capabilities do not increase at the same rate. Current state-of-the-art technologies require the user to strike a delicate balance between the processing cost and the information quality. We describe an industrial approach which leverages recent advances in treatment automatization and relevant data/instance selection and indexing so as to dramatically improve our capability to turn huge volumes of raw data into useful information.

• Type: Conference
• Year: 2010
• Where: INCDM
• Authors: Raphaël Feraud, Marc Boullé, Fabrice Clérot, Françoise Fessant, Vincent Lemaire
• Keywords: Continuous Exponential Increase, Current State-of-the-art Technologies, Data Mining, INCDM 2010, Relevant Data/instance Selection